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Intelligent monitoring method and system for underground pipeline construction and medium

A technology for underground pipelines and construction intelligence, which is applied in neural learning methods, image data processing, biological neural network models, etc. Improve the effect of information identification, submission channels and frequency

Pending Publication Date: 2022-07-05
CEEC JIANGSU ELECTRIC POWER DESIGN INST
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, conventional UAV aerial survey technology is used for the construction survey of underground pipelines in thermal power plants and other factories. The existing problems include: First, the UAV needs to fly regularly according to the construction progress, and it needs to enter the site many times to control the UAV , and carry out image processing, the frequency of work is relatively high, and continuous operation is difficult; second, the pipelines on site are densely covered, and they are often covered while constructing, which is likely to cause missed shots in aerial surveys; third, the amount of pipeline data is large, requiring more manpower to Manually identify the image data obtained in each period, extract and draw the pipeline vector changes of the current construction period, which is prone to errors and omissions; fourth, there are many types of pipelines, and it is not yet possible to efficiently realize all elements and full coverage of the underground pipelines under construction in thermal power plants data extraction of

Method used

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  • Intelligent monitoring method and system for underground pipeline construction and medium
  • Intelligent monitoring method and system for underground pipeline construction and medium
  • Intelligent monitoring method and system for underground pipeline construction and medium

Examples

Experimental program
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Embodiment 1

[0050] In order to improve the timeliness and comprehensiveness of pipeline construction data recording, realize the data extraction of all elements and full coverage of pipeline construction data, and efficiently realize data analysis and processing, so as to provide pipeline-related data for construction managers and operation and maintenance personnel accurately, conveniently and intuitively. , This embodiment proposes an intelligent monitoring method for underground pipeline construction based on the UAV system, which realizes the intelligent monitoring mode of construction, recording, modeling, and updating at the same time, which greatly improves the data processing efficiency.

[0051] exist figure 1 In this paper, taking the underground pipeline construction of thermal power plants as an example, the general framework of the intelligent monitoring method of pipeline construction is shown. A method for intelligent monitoring of underground pipeline construction in this ...

Embodiment 2

[0087] This embodiment provides an intelligent monitoring system for underground pipeline construction corresponding to the monitoring method described in the first embodiment, image 3 An example of the structure of the system is shown, which includes: an intelligent monitoring platform and a drone. The intelligent monitoring platform includes servers, front-end displays, and can communicate with managers' handheld terminals and drones.

[0088] In specific implementation, the intelligent monitoring platform may include: an instruction module: used to issue pipeline monitoring instructions, and form regional image acquisition tasks according to the instructions; a data receiving module: receive image data returned by the drone; image analysis module: for receiving The image is analyzed and processed to form orthophoto DOM and digital surface model DSM results; Image recognition module: According to the obtained image analysis results, image recognition technology is used to i...

Embodiment 3

[0092] An embodiment of the present invention further provides a computer-readable storage medium, on which a computer program is stored, and when the program is executed by a processor, implements the steps of the method described in the first embodiment.

[0093] As will be appreciated by those skilled in the art, the embodiments of the present application may be provided as a method, a system, or a computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.

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Abstract

The invention provides an intelligent monitoring method and system for underground pipeline construction and a medium. The intelligent monitoring method comprises the processes of unmanned aerial vehicle high-precision image automatic monitoring and underground pipeline three-dimensional data automatic identification and modeling. The unmanned aerial vehicle high-precision image automatic monitoring process comprises underground pipeline construction automatic high-definition image tracking acquisition and image processing based on an unmanned aerial vehicle, and the underground pipeline three-dimensional data automatic identification and modeling comprises pipeline image intelligent identification, pipeline vector extraction and pipeline three-dimensional modeling. The method can be applied to automatic monitoring of pipeline three-dimensional data in the underground pipeline construction process in factory scenes such as thermal power plants and chemical plants, and the problem that accurate three-dimensional data in the period from underground pipeline construction to completion is difficult to obtain due to the fact that various pipelines are complex and staggered and construction coverage is fast in a current factory is effectively solved. And the three-dimensional accurate tracking measurement method for the construction period of the underground pipeline in the factory area is comprehensively optimized.

Description

technical field [0001] The invention belongs to the application field of artificial intelligence technology, and particularly relates to an intelligent monitoring method for underground pipeline construction. Background technique [0002] At present, during the construction of thermal power plants, factories and other plant areas, there are many types of underground pipelines, including water supply, drainage, sewage, pressure, gas, etc., and there are a lot of cross-operations during the construction period. At the same time, due to the tight construction period, many pipelines have been covered with the surface layer under the condition of completion measurement. Therefore, it is often impossible to fully grasp the underground pipeline data in the plant area, and it is difficult to accurately draw a three-dimensional underground pipeline map for future power plants. The operation and maintenance of underground pipelines brings inconvenience. [0003] With the development ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/18G06N3/04G06N3/08G06T7/80G06F113/14
CPCG06F30/18G06T7/80G06N3/08G06T2207/20081G06F2113/14G06T2207/10032G06N3/045
Inventor 李欣王宁徐君民陈杰徐昆赵祥伟陈正宇杨晓慧刘正林
Owner CEEC JIANGSU ELECTRIC POWER DESIGN INST
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